Figures

Input

Diagnostics

Results

Retro

Reference points

Miscelaneous

Tables

Parameter estimates

Parameter estimates, standard errors, and confidence intervals. Rounded to 3 decimal places.
Estimate Std. Error 95% CI lower 95% CI upper
BSB North mean log(R) intercept \(5.708\) \(0.977\) \(3.794\) \(7.623\)
BSB North in North NAA \(\sigma\) (age 1) \(0.773\) \(0.110\) \(0.585\) \(1.022\)
BSB North in North NAA \(\sigma\) (ages 2-8+) \(0.887\) \(0.055\) \(0.785\) \(1.002\)
BSB North in South NAA \(\sigma\) (age 1) \(0.773\) \(0.110\) \(0.585\) \(1.022\)
BSB North in North NAA AR1 \(\rho\) age \(0.099\) \(0.099\) \(-0.097\) \(0.287\)
BSB North in North NAA AR1 \(\rho\) year \(0.300\) \(0.091\) \(0.112\) \(0.466\)
BSB South Mean Recruitment \(19059.567\) \(4368.282\) \(12162.568\) \(29867.632\)
BSB South in North NAA \(\sigma\) (age 1) \(0.475\) \(0.069\) \(0.358\) \(0.630\)
BSB South in North NAA \(\sigma\) (ages 2-8+) \(0.787\) \(0.072\) \(0.657\) \(0.942\)
BSB South in South NAA \(\sigma\) (age 1) \(0.475\) \(0.069\) \(0.358\) \(0.630\)
BSB South in South NAA \(\sigma\) (ages 2-8+) \(0.787\) \(0.072\) \(0.657\) \(0.942\)
BSB South in North NAA AR1 \(\rho\) age \(0.188\) \(0.117\) \(-0.047\) \(0.403\)
BSB South in North NAA AR1 \(\rho\) year \(0.178\) \(0.091\) \(-0.005\) \(0.349\)
BSB South in South NAA AR1 \(\rho\) age \(0.188\) \(0.117\) \(-0.047\) \(0.403\)
BSB South in South NAA AR1 \(\rho\) year \(0.178\) \(0.091\) \(-0.005\) \(0.349\)
North NEFSC Spring Alb fully selected q \(2.868\times 10^{-5}\) \(5.491\times 10^{-6}\) \(1.971\times 10^{-5}\) \(4.174\times 10^{-5}\)
North NEAMAP fully selected q \(7.209\times 10^{-5}\) \(1.441\times 10^{-5}\) \(4.872\times 10^{-5}\) \(1.067\times 10^{-4}\)
North MADMF fully selected q \(1.046\times 10^{-4}\) \(1.622\times 10^{-5}\) \(7.713\times 10^{-5}\) \(1.417\times 10^{-4}\)
North RI fully selected q \(2.984\times 10^{-5}\) \(4.847\times 10^{-6}\) \(2.170\times 10^{-5}\) \(4.102\times 10^{-5}\)
North CT fully selected q \(4.792\times 10^{-5}\) \(7.904\times 10^{-6}\) \(3.468\times 10^{-5}\) \(6.620\times 10^{-5}\)
North NY fully selected q \(1.460\times 10^{-5}\) \(3.592\times 10^{-6}\) \(9.009\times 10^{-6}\) \(2.364\times 10^{-5}\)
North REC CPA fully selected q \(1.077\times 10^{-4}\) \(1.778\times 10^{-5}\) \(7.791\times 10^{-5}\) \(1.488\times 10^{-4}\)
North Bigelow fully selected q \(4.671\times 10^{-5}\) \(8.954\times 10^{-6}\) \(3.208\times 10^{-5}\) \(6.801\times 10^{-5}\)
South NEFSC spring Alb fully selected q \(1.328\times 10^{-4}\) \(3.323\times 10^{-5}\) \(8.134\times 10^{-5}\) \(2.169\times 10^{-4}\)
South NEAMAP fully selected q \(4.213\times 10^{-6}\) \(1.099\times 10^{-6}\) \(2.526\times 10^{-6}\) \(7.025\times 10^{-6}\)
South NJ fully selected q \(1.117\times 10^{-4}\) \(1.851\times 10^{-5}\) \(8.068\times 10^{-5}\) \(1.545\times 10^{-4}\)
South DE fully selected q \(2.696\times 10^{-5}\) \(5.983\times 10^{-6}\) \(1.745\times 10^{-5}\) \(4.165\times 10^{-5}\)
South MD fully selected q \(3.872\times 10^{-5}\) \(7.942\times 10^{-6}\) \(2.591\times 10^{-5}\) \(5.788\times 10^{-5}\)
South VIMS fully selected q \(2.802\times 10^{-5}\) \(6.166\times 10^{-6}\) \(1.820\times 10^{-5}\) \(4.313\times 10^{-5}\)
South NEFSC winter fully selected q \(0.723\) \(0.149\) \(0.483\) \(1.082\)
South REC CPA fully selected q \(1.293\times 10^{-4}\) \(2.218\times 10^{-5}\) \(9.241\times 10^{-5}\) \(1.810\times 10^{-4}\)
Block 1: North Commercial Mean Selectivity for age 1 \(0.014\) \(0.010\) \(0.004\) \(0.053\)
Block 1: North Commercial Mean Selectivity for age 2 \(0.320\) \(0.142\) \(0.115\) \(0.629\)
Block 1: North Commercial Mean Selectivity for age 3 \(0.835\) \(0.098\) \(0.557\) \(0.953\)
Block 1: North Commercial Mean Selectivity for age 4 \(1.000\) – – –
Block 1: North Commercial Mean Selectivity for age 5 \(1.000\) – – –
Block 1: North Commercial Mean Selectivity for age 6 \(1.000\) – – –
Block 1: North Commercial Mean Selectivity for age 7 \(1.000\) – – –
Block 1: North Commercial Mean Selectivity for age 8+ \(1.000\) – – –
Block 2: North Recreational Mean Selectivity for age 1 \(0.027\) \(0.019\) \(0.007\) \(0.102\)
Block 2: North Recreational Mean Selectivity for age 2 \(0.336\) \(0.156\) \(0.114\) \(0.665\)
Block 2: North Recreational Mean Selectivity for age 3 \(0.585\) \(0.172\) \(0.261\) \(0.850\)
Block 2: North Recreational Mean Selectivity for age 4 \(0.785\) \(0.122\) \(0.468\) \(0.938\)
Block 2: North Recreational Mean Selectivity for age 5 \(0.881\) \(0.080\) \(0.623\) \(0.970\)
Block 2: North Recreational Mean Selectivity for age 6 \(0.941\) \(0.048\) \(0.746\) \(0.989\)
Block 2: North Recreational Mean Selectivity for age 7 \(1.000\) – – –
Block 2: North Recreational Mean Selectivity for age 8+ \(1.000\) – – –
Block 3: South Commercial \(a_{50}\) \(2.365\) \(0.130\) \(2.118\) \(2.628\)
Block 3: South Commercial 1/slope (increasing) \(0.406\) \(0.036\) \(0.341\) \(0.482\)
Block 4: South Recreational \(a_{50}\) \(2.809\) \(0.247\) \(2.345\) \(3.311\)
Block 4: South Recreational 1/slope (increasing) \(0.895\) \(0.126\) \(0.676\) \(1.174\)
Block 9: North NEFSC Spring Alb Mean Selectivity for age 1 \(0.086\) \(0.086\) \(0.011\) \(0.443\)
Block 9: North NEFSC Spring Alb Mean Selectivity for age 2 \(1.000\) – – –
Block 9: North NEFSC Spring Alb Mean Selectivity for age 3 \(1.000\) – – –
Block 9: North NEFSC Spring Alb Mean Selectivity for age 4 \(1.000\) – – –
Block 9: North NEFSC Spring Alb Mean Selectivity for age 5 \(1.000\) – – –
Block 9: North NEFSC Spring Alb Mean Selectivity for age 6 \(1.000\) – – –
Block 9: North NEFSC Spring Alb Mean Selectivity for age 7 \(1.000\) – – –
Block 9: North NEFSC Spring Alb Mean Selectivity for age 8+ \(1.000\) – – –
Block 10: North NEAMAP Mean Selectivity for age 1 \(0.022\) \(0.013\) \(0.007\) \(0.069\)
Block 10: North NEAMAP Mean Selectivity for age 2 \(0.476\) \(0.149\) \(0.220\) \(0.745\)
Block 10: North NEAMAP Mean Selectivity for age 3 \(1.000\) \(1.716\times 10^{-5}\) \(0.000\) \(1.000\)
Block 10: North NEAMAP Mean Selectivity for age 4 \(1.000\) – – –
Block 10: North NEAMAP Mean Selectivity for age 5 \(1.000\) – – –
Block 10: North NEAMAP Mean Selectivity for age 6 \(1.000\) – – –
Block 10: North NEAMAP Mean Selectivity for age 7 \(1.000\) – – –
Block 10: North NEAMAP Mean Selectivity for age 8+ \(1.000\) – – –
Block 11: North MADMF Mean Selectivity for age 1 \(0.006\) \(0.002\) \(0.003\) \(0.011\)
Block 11: North MADMF Mean Selectivity for age 2 \(0.220\) \(0.037\) \(0.156\) \(0.301\)
Block 11: North MADMF Mean Selectivity for age 3 \(1.000\) – – –
Block 11: North MADMF Mean Selectivity for age 4 \(1.000\) – – –
Block 11: North MADMF Mean Selectivity for age 5 \(1.000\) – – –
Block 11: North MADMF Mean Selectivity for age 6 \(1.000\) – – –
Block 11: North MADMF Mean Selectivity for age 7 \(1.000\) – – –
Block 11: North MADMF Mean Selectivity for age 8+ \(1.000\) – – –
Block 12: North RI Mean Selectivity for age 1 \(0.044\) \(0.040\) \(0.007\) \(0.225\)
Block 12: North RI Mean Selectivity for age 2 \(0.268\) \(0.180\) \(0.057\) \(0.690\)
Block 12: North RI Mean Selectivity for age 3 \(1.000\) – – –
Block 12: North RI Mean Selectivity for age 4 \(1.000\) – – –
Block 12: North RI Mean Selectivity for age 5 \(1.000\) – – –
Block 12: North RI Mean Selectivity for age 6 \(1.000\) – – –
Block 12: North RI Mean Selectivity for age 7 \(1.000\) – – –
Block 12: North RI Mean Selectivity for age 8+ \(1.000\) – – –
Block 13: North CT Mean Selectivity for age 1 \(0.017\) \(0.011\) \(0.005\) \(0.060\)
Block 13: North CT Mean Selectivity for age 2 \(0.268\) \(0.125\) \(0.095\) \(0.562\)
Block 13: North CT Mean Selectivity for age 3 \(1.000\) – – –
Block 13: North CT Mean Selectivity for age 4 \(1.000\) – – –
Block 13: North CT Mean Selectivity for age 5 \(1.000\) – – –
Block 13: North CT Mean Selectivity for age 6 \(1.000\) – – –
Block 13: North CT Mean Selectivity for age 7 \(1.000\) – – –
Block 13: North CT Mean Selectivity for age 8+ \(1.000\) – – –
Block 14: North NY Selectivity for age 1 \(1.000\) – – –
Block 14: North NY Selectivity for age 2 \(0.000\) – – –
Block 14: North NY Selectivity for age 3 \(0.000\) – – –
Block 14: North NY Selectivity for age 4 \(0.000\) – – –
Block 14: North NY Selectivity for age 5 \(0.000\) – – –
Block 14: North NY Selectivity for age 6 \(0.000\) – – –
Block 14: North NY Selectivity for age 7 \(0.000\) – – –
Block 14: North NY Selectivity for age 8+ \(0.000\) – – –
Block 15: North REC CPA Mean Selectivity for age 1 \(0.144\) \(0.054\) \(0.067\) \(0.285\)
Block 15: North REC CPA Mean Selectivity for age 2 \(1.000\) – – –
Block 15: North REC CPA Mean Selectivity for age 3 \(1.000\) – – –
Block 15: North REC CPA Mean Selectivity for age 4 \(1.000\) – – –
Block 15: North REC CPA Mean Selectivity for age 5 \(1.000\) – – –
Block 15: North REC CPA Mean Selectivity for age 6 \(1.000\) – – –
Block 15: North REC CPA Mean Selectivity for age 7 \(1.000\) – – –
Block 15: North REC CPA Mean Selectivity for age 8+ \(1.000\) – – –
Block 16: North Bigelow Mean Selectivity for age 1 \(0.229\) \(0.071\) \(0.119\) \(0.396\)
Block 16: North Bigelow Mean Selectivity for age 2 \(1.000\) – – –
Block 16: North Bigelow Mean Selectivity for age 3 \(1.000\) – – –
Block 16: North Bigelow Mean Selectivity for age 4 \(1.000\) – – –
Block 16: North Bigelow Mean Selectivity for age 5 \(1.000\) – – –
Block 16: North Bigelow Mean Selectivity for age 6 \(1.000\) – – –
Block 16: North Bigelow Mean Selectivity for age 7 \(1.000\) – – –
Block 16: North Bigelow Mean Selectivity for age 8+ \(1.000\) – – –
Block 17: South NEFSC spring Alb Selectivity for age 1 \(0.081\) \(0.030\) \(0.039\) \(0.163\)
Block 17: South NEFSC spring Alb Selectivity for age 2 \(0.318\) \(0.097\) \(0.162\) \(0.530\)
Block 17: South NEFSC spring Alb Selectivity for age 3 \(0.607\) \(0.150\) \(0.310\) \(0.841\)
Block 17: South NEFSC spring Alb Selectivity for age 4 \(1.000\) – – –
Block 17: South NEFSC spring Alb Selectivity for age 5 \(1.000\) – – –
Block 17: South NEFSC spring Alb Selectivity for age 6 \(1.000\) – – –
Block 17: South NEFSC spring Alb Selectivity for age 7 \(1.000\) – – –
Block 17: South NEFSC spring Alb Selectivity for age 8+ \(1.000\) – – –
Block 18: South NEAMAP Selectivity for age 1 \(1.000\) – – –
Block 18: South NEAMAP Selectivity for age 2 \(0.000\) – – –
Block 18: South NEAMAP Selectivity for age 3 \(0.000\) – – –
Block 18: South NEAMAP Selectivity for age 4 \(0.000\) – – –
Block 18: South NEAMAP Selectivity for age 5 \(0.000\) – – –
Block 18: South NEAMAP Selectivity for age 6 \(0.000\) – – –
Block 18: South NEAMAP Selectivity for age 7 \(0.000\) – – –
Block 18: South NEAMAP Selectivity for age 8+ \(0.000\) – – –
Block 19: South NJ Selectivity for age 1 \(0.082\) \(0.019\) \(0.052\) \(0.129\)
Block 19: South NJ Selectivity for age 2 \(1.000\) – – –
Block 19: South NJ Selectivity for age 3 \(1.000\) – – –
Block 19: South NJ Selectivity for age 4 \(1.000\) – – –
Block 19: South NJ Selectivity for age 5 \(1.000\) – – –
Block 19: South NJ Selectivity for age 6 \(1.000\) – – –
Block 19: South NJ Selectivity for age 7 \(1.000\) – – –
Block 19: South NJ Selectivity for age 8+ \(1.000\) – – –
Block 20: South DE Selectivity for age 1 \(1.000\) – – –
Block 20: South DE Selectivity for age 2 \(0.000\) – – –
Block 20: South DE Selectivity for age 3 \(0.000\) – – –
Block 20: South DE Selectivity for age 4 \(0.000\) – – –
Block 20: South DE Selectivity for age 5 \(0.000\) – – –
Block 20: South DE Selectivity for age 6 \(0.000\) – – –
Block 20: South DE Selectivity for age 7 \(0.000\) – – –
Block 20: South DE Selectivity for age 8+ \(0.000\) – – –
Block 21: South MD Selectivity for age 1 \(1.000\) – – –
Block 21: South MD Selectivity for age 2 \(0.000\) – – –
Block 21: South MD Selectivity for age 3 \(0.000\) – – –
Block 21: South MD Selectivity for age 4 \(0.000\) – – –
Block 21: South MD Selectivity for age 5 \(0.000\) – – –
Block 21: South MD Selectivity for age 6 \(0.000\) – – –
Block 21: South MD Selectivity for age 7 \(0.000\) – – –
Block 21: South MD Selectivity for age 8+ \(0.000\) – – –
Block 22: South VIMS Selectivity for age 1 \(1.000\) – – –
Block 22: South VIMS Selectivity for age 2 \(0.000\) – – –
Block 22: South VIMS Selectivity for age 3 \(0.000\) – – –
Block 22: South VIMS Selectivity for age 4 \(0.000\) – – –
Block 22: South VIMS Selectivity for age 5 \(0.000\) – – –
Block 22: South VIMS Selectivity for age 6 \(0.000\) – – –
Block 22: South VIMS Selectivity for age 7 \(0.000\) – – –
Block 22: South VIMS Selectivity for age 8+ \(0.000\) – – –
Block 23: South NEFSC winter Selectivity for age 1 \(0.000\) – – –
Block 23: South NEFSC winter Selectivity for age 2 \(0.000\) – – –
Block 23: South NEFSC winter Selectivity for age 3 \(1.000\) – – –
Block 23: South NEFSC winter Selectivity for age 4 \(1.000\) – – –
Block 23: South NEFSC winter Selectivity for age 5 \(1.000\) – – –
Block 23: South NEFSC winter Selectivity for age 6 \(1.000\) – – –
Block 23: South NEFSC winter Selectivity for age 7 \(1.000\) – – –
Block 23: South NEFSC winter Selectivity for age 8+ \(1.000\) – – –
Block 24: South REC CPA Selectivity for age 1 \(0.520\) \(0.092\) \(0.345\) \(0.691\)
Block 24: South REC CPA Selectivity for age 2 \(0.958\) \(0.097\) \(0.163\) \(1.000\)
Block 24: South REC CPA Selectivity for age 3 \(1.000\) – – –
Block 24: South REC CPA Selectivity for age 4 \(1.000\) – – –
Block 24: South REC CPA Selectivity for age 5 \(1.000\) – – –
Block 24: South REC CPA Selectivity for age 6 \(1.000\) – – –
Block 24: South REC CPA Selectivity for age 7 \(1.000\) – – –
Block 24: South REC CPA Selectivity for age 8+ \(1.000\) – – –
Block 1: North Commercial Selectivity RE \(\sigma\) \(0.416\) \(0.119\) \(0.237\) \(0.730\)
Block 1: North Commercial Selectivity RE AR1 \(\rho\) (age) \(0.535\) \(0.107\) \(0.475\) \(0.954\)
Block 1: North Commercial Selectivity RE AR1 \(\rho\) (year) \(0.516\) \(0.115\) \(0.440\) \(0.948\)
Block 2: North Recreational Selectivity RE \(\sigma\) \(0.236\) \(0.038\) \(0.172\) \(0.323\)
Block 2: North Recreational Selectivity RE AR1 \(\rho\) (age) \(0.516\) \(0.068\) \(0.633\) \(0.911\)
Block 2: North Recreational Selectivity RE AR1 \(\rho\) (year) \(0.665\) \(0.037\) \(0.807\) \(0.970\)
Block 9: North NEFSC Spring Alb Selectivity RE \(\sigma\) \(1.255\) \(0.563\) \(0.520\) \(3.025\)
Block 9: North NEFSC Spring Alb Selectivity RE AR1 \(\rho\) (age) \(0.000\) – – –
Block 9: North NEFSC Spring Alb Selectivity RE AR1 \(\rho\) (year) \(0.406\) \(0.226\) \(0.002\) \(0.938\)
Block 10: North NEAMAP Selectivity RE \(\sigma\) \(1.339\) \(0.400\) \(0.746\) \(2.403\)
Block 10: North NEAMAP Selectivity RE AR1 \(\rho\) (year) \(0.106\) \(0.391\) \(-0.528\) \(0.767\)
Block 11: North MADMF Selectivity RE \(\sigma\) \(0.890\) \(0.207\) \(0.564\) \(1.405\)
Block 11: North MADMF Selectivity RE AR1 \(\rho\) (year) \(-0.050\) \(0.342\) \(-0.651\) \(0.520\)
Block 12: North RI Selectivity RE \(\sigma\) \(1.145\) \(0.317\) \(0.666\) \(1.969\)
Block 12: North RI Selectivity RE AR1 \(\rho\) (year) \(0.477\) \(0.200\) \(0.048\) \(0.966\)
Block 13: North CT Selectivity RE \(\sigma\) \(1.030\) \(0.264\) \(0.624\) \(1.702\)
Block 13: North CT Selectivity RE AR1 \(\rho\) (year) \(0.421\) \(0.171\) \(0.210\) \(0.919\)
Block 15: North REC CPA Selectivity RE \(\sigma\) \(0.359\) \(0.086\) \(0.224\) \(0.574\)
Block 15: North REC CPA Selectivity RE AR1 \(\rho\) (year) \(0.565\) \(0.096\) \(0.519\) \(0.963\)
Block 16: North Bigelow Selectivity RE \(\sigma\) \(0.402\) \(0.420\) \(0.052\) \(3.118\)
Block 16: North Bigelow Selectivity RE AR1 \(\rho\) (age) \(0.000\) – – –
Block 16: North Bigelow Selectivity RE AR1 \(\rho\) (year) \(-0.472\) \(0.370\) \(-0.993\) \(0.646\)
North Commercial in North age comp, Dirichlet-multinomial: dispersion (\(\phi\)) \(63.061\) \(8.007\) \(49.167\) \(80.880\)
North Recreational in North age comp, logistic-normal: \(\sigma\) \(2.989\) \(0.382\) \(2.327\) \(3.840\)
South Commercial in South age comp, logistic-normal: \(\sigma\) \(41.790\) \(4.106\) \(34.470\) \(50.666\)
South Commercial in South age comp, logistic-normal: \(\rho\) \(0.817\) \(0.039\) \(0.727\) \(0.882\)
South Recreational in South age comp, logistic-normal: \(\sigma\) \(16.848\) \(2.284\) \(12.916\) \(21.976\)
South Recreational in South age comp, logistic-normal: \(\rho\) \(0.719\) \(0.069\) \(0.567\) \(0.833\)
North NEFSC Spring Alb in North age comp, Dirichlet-multinomial: dispersion (\(\phi\)) \(2.273\) \(0.540\) \(1.427\) \(3.620\)
North NEAMAP in North age comp, Dirichlet-multinomial: dispersion (\(\phi\)) \(18.962\) \(3.214\) \(13.602\) \(26.433\)
North MADMF in North age comp, Dirichlet-multinomial: dispersion (\(\phi\)) \(19.910\) \(2.271\) \(15.921\) \(24.899\)
North RI in North age comp, Dirichlet-multinomial: dispersion (\(\phi\)) \(4.319\) \(0.546\) \(3.370\) \(5.534\)
North CT in North age comp, Dirichlet-multinomial: dispersion (\(\phi\)) \(11.087\) \(1.201\) \(8.966\) \(13.709\)
North REC CPA in North age comp, logistic-normal: \(\sigma\) \(4.588\) \(0.461\) \(3.769\) \(5.587\)
North Bigelow in North age comp, Dirichlet-multinomial: dispersion (\(\phi\)) \(12.463\) \(2.240\) \(8.763\) \(17.725\)
South NEFSC spring Alb in South age comp, logistic-normal: \(\sigma\) \(51.090\) \(6.382\) \(39.996\) \(65.262\)
South NEFSC spring Alb in South age comp, logistic-normal: \(\rho\) \(0.786\) \(0.061\) \(0.644\) \(0.882\)
South NJ in South age comp, logistic-normal: \(\sigma\) \(57.932\) \(5.700\) \(47.772\) \(70.253\)
South NJ in South age comp, logistic-normal: \(\rho\) \(0.799\) \(0.045\) \(0.697\) \(0.873\)
South REC CPA in South age comp, logistic-normal: \(\sigma\) \(14.733\) \(2.644\) \(10.363\) \(20.944\)
South REC CPA in South age comp, logistic-normal: \(\rho\) \(0.674\) \(0.107\) \(0.442\) \(0.843\)
stock BSB North \(\mu\) from North to South (intercept) \(0.009\) \(0.001\) \(0.007\) \(0.012\)
stock BSB North \(\mu\) from South to North (intercept) \(0.335\) \(0.044\) \(0.255\) \(0.425\)
North REC CPA log-index observation SD scalar \(9.792\) \(1.541\) \(7.193\) \(13.329\)
South REC CPA log-index observation SD scalar \(8.946\) \(1.625\) \(6.267\) \(12.771\)
Ecov North BT: \(\mu\) \(6.803\) \(0.190\) \(6.431\) \(7.175\)
Ecov North BT: \(\sigma\) \(1.131\) \(0.109\) \(0.937\) \(1.367\)
Ecov North BT: AR1 \(\rho\) \(0.290\) \(0.121\) \(0.040\) \(0.506\)
Ecov South BT: \(\mu\) \(7.606\) \(0.148\) \(7.316\) \(7.895\)
Ecov South BT: \(\sigma\) \(1.017\) \(0.092\) \(0.852\) \(1.215\)
Ecov South BT: AR1 \(\rho\) \(0.149\) \(0.124\) \(-0.099\) \(0.380\)
BSB North Recruitment Ecov: North BT \(\beta_1\) \(0.524\) \(0.126\) \(0.278\) \(0.770\)

Abundance at age

Abundance at age (1000s) for BSB North in North.
1 2 3 4 5 6 7 8+
1989 3687 2326 1200 560 255 115 52 43
1990 8302 2113 1691 324 188 11 3 14
1991 4686 2150 378 511 82 18 1 18
1992 2445 2578 156 53 170 9 3 69
1993 1150 1333 342 278 14 244 1 12
1994 7196 303 1041 106 136 13 18 7
1995 18979 1874 623 112 102 6 2 31
1996 17486 2511 593 166 40 74 8 11
1997 4059 9447 821 181 23 7 13 5
1998 1226 1899 451 376 61 80 2 30
1999 25395 1792 634 351 131 70 11 12
2000 27495 4032 647 595 124 145 8 25
2001 10851 3339 2452 642 375 134 190 5
2002 32805 7281 3618 1940 214 67 77 27
2003 6072 2897 1514 1555 775 66 26 17
2004 3816 2022 2984 599 928 234 2 16
2005 4761 1284 413 810 369 277 62 21
2006 22277 3213 780 825 1012 145 187 1
2007 23197 5536 2151 637 415 437 191 26
2008 30758 5207 2378 873 238 186 124 82
2009 24328 4694 2640 2009 519 35 13 83
2010 7205 2636 3092 2004 1219 184 9 10
2011 23243 3182 2094 1859 736 480 65 10
2012 117825 10263 4885 2589 2067 849 403 80
2013 45394 19436 3406 3062 1820 1187 366 221
2014 18087 9387 23532 3890 2222 1303 806 425
2015 18631 9891 8376 13251 2518 1152 574 545
2016 80531 15696 4652 4695 13709 1678 1057 720
2017 32715 33921 7390 3370 3586 8921 645 530
2018 9508 10186 17801 3870 1616 2009 5394 630
2019 38335 5096 9178 15503 3226 1388 1259 4178
2020 45016 11201 4643 8541 11298 2283 1109 3694
2021 31802 12139 10966 3610 5316 9023 1411 3619
Abundance at age (1000s) for BSB North in South.
1 2 3 4 5 6 7 8+
1989 0 109 58 27 12 5 2 2
1990 0 106 41 16 7 3 1 1
1991 0 244 47 26 5 3 0 0
1992 0 137 52 6 7 1 0 0
1993 0 72 58 3 1 3 0 1
1994 0 33 28 7 4 0 4 0
1995 0 201 6 14 1 2 0 0
1996 0 553 48 12 2 2 0 1
1997 0 507 69 7 2 0 1 0
1998 0 119 251 16 3 0 0 0
1999 0 36 49 10 5 1 1 0
2000 0 740 41 7 3 1 1 0
2001 0 804 112 12 10 2 2 1
2002 0 320 99 46 10 6 2 3
2003 0 973 198 75 34 4 1 2
2004 0 180 99 34 26 12 1 1
2005 0 114 58 64 10 14 4 0
2006 0 140 33 7 8 3 2 1
2007 0 662 88 16 12 13 2 2
2008 0 686 157 42 10 6 6 3
2009 0 911 152 49 14 4 3 3
2010 0 719 138 50 30 7 1 1
2011 0 212 77 49 23 12 2 0
2012 0 694 89 46 34 13 8 1
2013 0 3494 288 110 48 36 14 8
2014 0 1353 628 89 64 35 22 11
2015 0 540 298 613 87 47 26 25
2016 0 556 286 220 300 51 23 22
2017 0 2398 441 127 110 284 34 34
2018 0 974 982 198 75 71 162 20
2019 0 284 306 486 94 36 41 114
2020 0 1141 145 241 369 71 27 91
2021 0 1339 335 123 212 268 49 86
Abundance at age (1000s) for BSB South in North.
1 2 3 4 5 6 7 8+
1989 0 0 0 0 0 0 0 0
1990 0 0 0 0 0 0 0 0
1991 0 0 0 0 0 0 0 0
1992 0 0 0 0 0 0 0 0
1993 0 0 0 0 0 0 0 0
1994 0 0 0 0 0 0 0 0
1995 0 0 0 0 0 0 0 0
1996 0 0 0 0 0 0 0 0
1997 0 0 0 0 0 0 0 0
1998 0 0 0 0 0 0 0 0
1999 0 0 0 0 0 0 0 0
2000 0 0 0 0 0 0 0 0
2001 0 0 0 0 0 0 0 0
2002 0 0 0 0 0 0 0 0
2003 0 0 0 0 0 0 0 0
2004 0 0 0 0 0 0 0 0
2005 0 0 0 0 0 0 0 0
2006 0 0 0 0 0 0 0 0
2007 0 0 0 0 0 0 0 0
2008 0 0 0 0 0 0 0 0
2009 0 0 0 0 0 0 0 0
2010 0 0 0 0 0 0 0 0
2011 0 0 0 0 0 0 0 0
2012 0 0 0 0 0 0 0 0
2013 0 0 0 0 0 0 0 0
2014 0 0 0 0 0 0 0 0
2015 0 0 0 0 0 0 0 0
2016 0 0 0 0 0 0 0 0
2017 0 0 0 0 0 0 0 0
2018 0 0 0 0 0 0 0 0
2019 0 0 0 0 0 0 0 0
2020 0 0 0 0 0 0 0 0
2021 0 0 0 0 0 0 0 0
Abundance at age (1000s) for BSB South in South.
1 2 3 4 5 6 7 8+
1989 16795 10638 5970 2707 1077 404 148 84
1990 33067 14413 6435 1020 700 328 49 73
1991 21278 29210 4819 2307 546 142 83 44
1992 20690 32667 8391 1879 656 107 35 70
1993 11522 25301 8294 1501 740 157 28 31
1994 17445 4388 7937 1880 707 201 37 10
1995 33436 11625 5472 1937 534 113 268 14
1996 26505 13634 4967 1741 617 817 89 444
1997 12219 29737 7323 589 522 145 117 82
1998 10778 13495 4121 1681 178 390 42 44
1999 27101 6454 3819 1376 482 125 129 24
2000 46835 20915 4825 2325 447 166 59 48
2001 25886 56882 18264 2732 650 390 85 68
2002 31688 35081 29038 8930 725 267 98 25
2003 16222 32053 14171 10013 4384 287 215 64
2004 10541 15883 12771 2668 3254 520 24 91
2005 6119 15747 6965 3008 1339 600 92 5
2006 16456 12996 4391 2765 2193 593 13 13
2007 20155 10145 3472 1405 629 336 370 89
2008 33145 14273 5150 1751 638 317 163 88
2009 19054 21674 12960 4940 789 442 116 200
2010 20228 11757 6612 4793 1321 626 77 631
2011 17922 10083 6295 5705 2416 989 19 193
2012 23823 6132 5716 3199 1275 1795 948 113
2013 20370 6684 4808 4750 1548 2052 585 38
2014 12829 10354 13362 2565 1720 1107 408 76
2015 16999 14212 7522 5483 1552 1165 76 34
2016 40881 9397 6134 4718 4311 74 256 211
2017 18936 17911 13710 4938 1705 2486 117 177
2018 8252 15223 14316 5122 1360 515 907 166
2019 23286 6639 13945 7343 2386 433 186 530
2020 27386 13947 7205 8072 3697 767 253 944
2021 14949 13073 16699 6059 3581 3086 515 771

Fishing mortality at age by region

Total fishing mortality at age in North.
1 2 3 4 5 6 7 8+
1989 0.036 0.669 0.931 0.992 1.001 1.007 1.019 1.019
1990 0.015 0.349 0.667 0.723 0.727 0.729 0.733 0.733
1991 0.014 0.342 0.734 0.812 0.818 0.822 0.828 0.828
1992 0.020 0.376 0.663 0.708 0.712 0.714 0.717 0.717
1993 0.045 0.432 0.561 0.601 0.608 0.612 0.618 0.618
1994 0.070 0.619 0.871 0.922 0.929 0.933 0.940 0.940
1995 0.021 0.239 0.458 0.490 0.492 0.493 0.495 0.495
1996 0.019 0.244 1.037 1.216 1.220 1.222 1.225 1.225
1997 0.011 0.145 0.518 0.605 0.611 0.615 0.620 0.620
1998 0.013 0.216 0.756 0.870 0.878 0.883 0.889 0.889
1999 0.027 0.317 1.149 1.370 1.379 1.385 1.393 1.393
2000 0.026 0.273 0.576 0.666 0.677 0.686 0.695 0.695
2001 0.021 0.275 0.592 0.721 0.744 0.760 0.776 0.776
2002 0.014 0.161 0.458 0.648 0.680 0.703 0.724 0.724
2003 0.014 0.180 0.472 0.714 0.768 0.811 0.847 0.847
2004 0.009 0.131 0.390 0.765 0.795 0.818 0.838 0.838
2005 0.023 0.258 0.758 1.397 1.506 1.590 1.663 1.663
2006 0.013 0.152 0.480 0.857 0.925 0.972 1.013 1.013
2007 0.013 0.175 0.507 0.766 0.808 0.833 0.856 0.856
2008 0.011 0.153 0.460 0.705 0.764 0.793 0.820 0.820
2009 0.017 0.234 0.595 0.837 0.910 0.941 0.972 0.972
2010 0.022 0.310 0.786 1.147 1.269 1.316 1.360 1.360
2011 0.010 0.156 0.404 0.615 0.689 0.715 0.738 0.738
2012 0.011 0.144 0.323 0.535 0.620 0.648 0.672 0.672
2013 0.009 0.099 0.236 0.434 0.523 0.554 0.580 0.580
2014 0.009 0.089 0.182 0.348 0.435 0.466 0.491 0.491
2015 0.011 0.109 0.191 0.377 0.493 0.537 0.573 0.573
2016 0.012 0.117 0.172 0.326 0.445 0.496 0.537 0.537
2017 0.012 0.120 0.186 0.364 0.505 0.602 0.686 0.686
2018 0.010 0.106 0.159 0.283 0.375 0.466 0.555 0.555
2019 0.012 0.124 0.180 0.287 0.380 0.521 0.699 0.699
2020 0.013 0.114 0.156 0.224 0.281 0.406 0.613 0.613
2021 0.013 0.117 0.168 0.232 0.286 0.403 0.576 0.576
Total fishing mortality at age in South.
1 2 3 4 5 6 7 8+
1989 0.082 0.258 0.569 0.760 0.845 0.878 0.890 0.894
1990 0.097 0.331 0.756 0.992 1.089 1.126 1.139 1.143
1991 0.103 0.322 0.708 0.946 1.053 1.094 1.109 1.114
1992 0.066 0.227 0.520 0.682 0.749 0.774 0.783 0.786
1993 0.103 0.327 0.724 0.964 1.071 1.112 1.126 1.131
1994 0.108 0.342 0.756 1.007 1.119 1.162 1.177 1.182
1995 0.111 0.328 0.703 0.952 1.068 1.114 1.130 1.135
1996 0.150 0.495 1.116 1.473 1.626 1.684 1.704 1.711
1997 0.099 0.290 0.617 0.838 0.943 0.984 0.999 1.003
1998 0.063 0.241 0.574 0.738 0.800 0.823 0.831 0.833
1999 0.061 0.224 0.527 0.682 0.741 0.764 0.771 0.774
2000 0.059 0.178 0.386 0.519 0.580 0.604 0.612 0.615
2001 0.033 0.094 0.198 0.270 0.305 0.319 0.324 0.326
2002 0.026 0.074 0.156 0.213 0.241 0.252 0.255 0.257
2003 0.034 0.099 0.213 0.288 0.323 0.337 0.342 0.344
2004 0.035 0.120 0.275 0.360 0.395 0.409 0.413 0.415
2005 0.041 0.135 0.305 0.402 0.444 0.460 0.466 0.468
2006 0.034 0.115 0.263 0.345 0.379 0.392 0.396 0.398
2007 0.053 0.165 0.361 0.483 0.538 0.559 0.566 0.569
2008 0.057 0.170 0.366 0.495 0.555 0.578 0.586 0.589
2009 0.031 0.087 0.178 0.246 0.280 0.293 0.298 0.299
2010 0.047 0.132 0.275 0.377 0.428 0.448 0.455 0.458
2011 0.017 0.059 0.136 0.177 0.194 0.200 0.202 0.203
2012 0.040 0.114 0.237 0.326 0.369 0.386 0.392 0.394
2013 0.028 0.087 0.189 0.254 0.283 0.294 0.298 0.300
2014 0.020 0.062 0.137 0.183 0.203 0.212 0.214 0.215
2015 0.014 0.045 0.101 0.134 0.149 0.155 0.157 0.157
2016 0.019 0.057 0.122 0.164 0.184 0.192 0.195 0.196
2017 0.026 0.071 0.148 0.204 0.231 0.242 0.246 0.247
2018 0.022 0.061 0.128 0.175 0.199 0.208 0.211 0.212
2019 0.021 0.065 0.141 0.190 0.212 0.220 0.223 0.224
2020 0.025 0.076 0.166 0.223 0.249 0.259 0.262 0.263
2021 0.037 0.107 0.224 0.306 0.345 0.361 0.366 0.368

Fishing mortality at age by fleet

Total fishing mortality at age in North Commercial.
1 2 3 4 5 6 7 8+
1989 0.023 0.295 0.373 0.382 0.382 0.382 0.382 0.382
1990 0.007 0.186 0.446 0.485 0.485 0.485 0.485 0.485
1991 0.006 0.180 0.489 0.534 0.534 0.534 0.534 0.534
1992 0.013 0.290 0.540 0.566 0.566 0.566 0.566 0.566
1993 0.026 0.252 0.317 0.322 0.322 0.322 0.322 0.322
1994 0.019 0.347 0.534 0.551 0.551 0.551 0.551 0.551
1995 0.008 0.175 0.372 0.394 0.394 0.394 0.394 0.394
1996 0.007 0.177 0.935 1.099 1.099 1.099 1.099 1.099
1997 0.002 0.078 0.391 0.450 0.450 0.450 0.450 0.450
1998 0.004 0.154 0.623 0.702 0.702 0.702 0.702 0.702
1999 0.003 0.173 0.917 1.096 1.096 1.096 1.096 1.096
2000 0.002 0.119 0.325 0.363 0.363 0.363 0.363 0.363
2001 0.005 0.165 0.354 0.394 0.394 0.394 0.394 0.394
2002 0.002 0.071 0.245 0.333 0.333 0.333 0.333 0.333
2003 0.003 0.087 0.219 0.318 0.318 0.318 0.318 0.318
2004 0.002 0.066 0.236 0.541 0.541 0.541 0.541 0.541
2005 0.001 0.061 0.318 0.755 0.755 0.755 0.755 0.755
2006 0.001 0.045 0.232 0.470 0.470 0.470 0.470 0.470
2007 0.002 0.065 0.247 0.396 0.396 0.396 0.396 0.396
2008 0.001 0.038 0.178 0.265 0.265 0.265 0.265 0.265
2009 0.002 0.043 0.124 0.156 0.156 0.156 0.156 0.156
2010 0.002 0.048 0.146 0.188 0.188 0.188 0.188 0.188
2011 0.002 0.045 0.149 0.203 0.203 0.203 0.203 0.203
2012 0.001 0.018 0.069 0.107 0.107 0.107 0.107 0.107
2013 0.001 0.021 0.080 0.127 0.127 0.127 0.127 0.127
2014 0.001 0.020 0.059 0.090 0.090 0.090 0.090 0.090
2015 0.001 0.017 0.050 0.090 0.090 0.090 0.090 0.090
2016 0.001 0.015 0.045 0.090 0.090 0.090 0.090 0.090
2017 0.003 0.031 0.083 0.183 0.183 0.183 0.183 0.183
2018 0.004 0.043 0.087 0.161 0.161 0.161 0.161 0.161
2019 0.005 0.042 0.085 0.146 0.146 0.146 0.146 0.146
2020 0.005 0.034 0.067 0.115 0.115 0.115 0.115 0.115
2021 0.004 0.033 0.073 0.123 0.123 0.123 0.123 0.123
Total fishing mortality at age in North Recreational.
1 2 3 4 5 6 7 8+
1989 0.014 0.374 0.557 0.609 0.619 0.624 0.637 0.637
1990 0.008 0.163 0.220 0.238 0.242 0.244 0.248 0.248
1991 0.008 0.162 0.245 0.278 0.284 0.287 0.294 0.294
1992 0.007 0.086 0.123 0.142 0.146 0.148 0.152 0.152
1993 0.019 0.180 0.244 0.279 0.286 0.290 0.296 0.296
1994 0.051 0.272 0.338 0.371 0.378 0.382 0.389 0.389
1995 0.012 0.063 0.086 0.096 0.098 0.100 0.102 0.102
1996 0.012 0.066 0.102 0.117 0.121 0.123 0.126 0.126
1997 0.009 0.067 0.127 0.155 0.161 0.165 0.170 0.170
1998 0.009 0.062 0.133 0.168 0.176 0.182 0.187 0.187
1999 0.024 0.144 0.232 0.273 0.283 0.289 0.297 0.297
2000 0.024 0.154 0.251 0.302 0.314 0.322 0.332 0.332
2001 0.016 0.111 0.238 0.327 0.350 0.366 0.382 0.382
2002 0.011 0.090 0.213 0.315 0.347 0.371 0.392 0.392
2003 0.011 0.093 0.253 0.395 0.449 0.493 0.529 0.529
2004 0.007 0.065 0.154 0.224 0.254 0.277 0.297 0.297
2005 0.021 0.198 0.440 0.642 0.751 0.835 0.908 0.908
2006 0.012 0.106 0.248 0.387 0.455 0.502 0.543 0.543
2007 0.012 0.110 0.260 0.370 0.412 0.437 0.460 0.460
2008 0.010 0.115 0.282 0.440 0.500 0.529 0.555 0.555
2009 0.015 0.191 0.471 0.681 0.754 0.785 0.816 0.816
2010 0.020 0.262 0.640 0.959 1.081 1.128 1.173 1.173
2011 0.008 0.110 0.255 0.412 0.486 0.512 0.535 0.535
2012 0.010 0.126 0.254 0.428 0.513 0.541 0.566 0.566
2013 0.008 0.078 0.156 0.307 0.397 0.428 0.453 0.453
2014 0.008 0.069 0.124 0.258 0.345 0.376 0.401 0.401
2015 0.010 0.092 0.141 0.287 0.403 0.447 0.483 0.483
2016 0.011 0.102 0.127 0.236 0.354 0.405 0.447 0.447
2017 0.009 0.089 0.103 0.181 0.322 0.419 0.503 0.503
2018 0.006 0.063 0.072 0.122 0.215 0.305 0.394 0.394
2019 0.007 0.082 0.096 0.141 0.233 0.375 0.553 0.553
2020 0.008 0.080 0.089 0.109 0.166 0.291 0.498 0.498
2021 0.009 0.084 0.095 0.109 0.163 0.280 0.453 0.453
Total fishing mortality at age in South Commercial.
1 2 3 4 5 6 7 8+
1989 0.009 0.077 0.221 0.263 0.267 0.267 0.268 0.268
1990 0.015 0.129 0.371 0.440 0.447 0.448 0.448 0.448
1991 0.011 0.096 0.273 0.325 0.330 0.331 0.331 0.331
1992 0.010 0.090 0.257 0.305 0.310 0.310 0.310 0.310
1993 0.012 0.102 0.293 0.348 0.354 0.355 0.355 0.355
1994 0.012 0.106 0.304 0.361 0.367 0.367 0.367 0.367
1995 0.009 0.078 0.222 0.264 0.268 0.269 0.269 0.269
1996 0.020 0.176 0.505 0.600 0.610 0.610 0.611 0.611
1997 0.007 0.064 0.182 0.216 0.220 0.220 0.220 0.220
1998 0.014 0.118 0.339 0.402 0.409 0.409 0.410 0.410
1999 0.012 0.104 0.297 0.353 0.358 0.359 0.359 0.359
2000 0.005 0.047 0.135 0.160 0.163 0.163 0.163 0.163
2001 0.002 0.018 0.053 0.063 0.064 0.064 0.064 0.064
2002 0.002 0.015 0.042 0.050 0.050 0.051 0.051 0.051
2003 0.003 0.023 0.067 0.080 0.081 0.081 0.081 0.081
2004 0.005 0.048 0.136 0.161 0.164 0.164 0.164 0.164
2005 0.006 0.048 0.137 0.163 0.165 0.165 0.165 0.165
2006 0.005 0.044 0.127 0.151 0.154 0.154 0.154 0.154
2007 0.006 0.048 0.137 0.162 0.165 0.165 0.165 0.165
2008 0.005 0.042 0.121 0.143 0.146 0.146 0.146 0.146
2009 0.002 0.013 0.037 0.044 0.045 0.045 0.045 0.045
2010 0.003 0.022 0.062 0.074 0.075 0.075 0.075 0.075
2011 0.003 0.025 0.071 0.084 0.085 0.085 0.085 0.085
2012 0.002 0.020 0.057 0.068 0.069 0.069 0.069 0.069
2013 0.003 0.024 0.069 0.082 0.083 0.083 0.083 0.083
2014 0.002 0.018 0.053 0.063 0.064 0.064 0.064 0.064
2015 0.002 0.014 0.040 0.048 0.049 0.049 0.049 0.049
2016 0.002 0.014 0.039 0.047 0.047 0.047 0.047 0.047
2017 0.001 0.011 0.033 0.039 0.039 0.040 0.040 0.040
2018 0.001 0.011 0.031 0.036 0.037 0.037 0.037 0.037
2019 0.002 0.018 0.052 0.061 0.062 0.062 0.062 0.062
2020 0.002 0.021 0.060 0.071 0.073 0.073 0.073 0.073
2021 0.002 0.021 0.059 0.070 0.071 0.071 0.071 0.071
Total fishing mortality at age in South Recreational.
1 2 3 4 5 6 7 8+
1989 0.074 0.181 0.348 0.497 0.578 0.611 0.622 0.626
1990 0.082 0.201 0.386 0.551 0.642 0.678 0.691 0.695
1991 0.092 0.226 0.434 0.621 0.723 0.764 0.778 0.783
1992 0.056 0.137 0.264 0.377 0.439 0.463 0.472 0.475
1993 0.091 0.225 0.431 0.616 0.717 0.757 0.771 0.776
1994 0.096 0.236 0.452 0.646 0.752 0.795 0.810 0.815
1995 0.102 0.251 0.481 0.688 0.800 0.845 0.861 0.867
1996 0.129 0.318 0.611 0.873 1.016 1.074 1.094 1.101
1997 0.092 0.227 0.435 0.621 0.723 0.764 0.778 0.783
1998 0.050 0.123 0.235 0.336 0.391 0.413 0.421 0.424
1999 0.049 0.120 0.230 0.329 0.383 0.405 0.412 0.415
2000 0.053 0.131 0.251 0.359 0.418 0.441 0.449 0.452
2001 0.031 0.076 0.145 0.208 0.241 0.255 0.260 0.262
2002 0.024 0.060 0.114 0.164 0.190 0.201 0.205 0.206
2003 0.031 0.076 0.146 0.208 0.242 0.256 0.261 0.263
2004 0.029 0.072 0.139 0.199 0.231 0.244 0.249 0.250
2005 0.036 0.087 0.168 0.240 0.279 0.295 0.300 0.302
2006 0.029 0.071 0.135 0.193 0.225 0.238 0.242 0.244
2007 0.047 0.117 0.224 0.320 0.373 0.394 0.401 0.404
2008 0.052 0.128 0.246 0.351 0.409 0.432 0.440 0.443
2009 0.030 0.074 0.141 0.202 0.235 0.248 0.253 0.254
2010 0.045 0.111 0.212 0.303 0.353 0.373 0.380 0.382
2011 0.014 0.034 0.065 0.093 0.108 0.114 0.117 0.117
2012 0.038 0.094 0.180 0.257 0.300 0.316 0.322 0.324
2013 0.025 0.063 0.120 0.172 0.200 0.212 0.216 0.217
2014 0.018 0.044 0.084 0.120 0.140 0.148 0.151 0.151
2015 0.013 0.031 0.060 0.086 0.100 0.106 0.108 0.108
2016 0.017 0.043 0.082 0.118 0.137 0.145 0.147 0.148
2017 0.024 0.060 0.115 0.165 0.192 0.203 0.206 0.208
2018 0.021 0.051 0.097 0.139 0.162 0.171 0.174 0.175
2019 0.019 0.047 0.090 0.129 0.150 0.158 0.161 0.162
2020 0.022 0.055 0.106 0.151 0.176 0.186 0.190 0.191
2021 0.035 0.086 0.165 0.236 0.274 0.290 0.295 0.297